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Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
作者:
Shiming Liu
;
Yifan Xia
;
Zhusheng Shi
;
Hui Yu
;
Zhiqiang Li
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/04/09
Data-driven deep learning
deep learning
deep neural network (DNN)
intelligent manufacturing
machine learning
sheet metal forming
springback
theory-guided deep learning
theory-guided regularization
Transfer path analysis of rocket engine based on weighted Tikhonov regularization
期刊论文
INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2019, 卷号: 59, 页码: 1019-1027
作者:
Lu, Guanglin
;
Luo, Yajun
;
Xie, Shilin
;
Zhang, Xinong
;
Li, Luxian
收藏
  |  
浏览/下载:121/0
  |  
提交时间:2019/11/19
force identification
transfer path analysis
Bayesian theory
weighted regularization
Inverse problem
Ensemble Prediction of Synergistic Drug Combinations Incorporating Biological, Chemical, Pharmacological, and Network Knowledge
期刊论文
IEEE Journal of Biomedical and Health Informatics, 2019, 卷号: Vol.23 No.3, 页码: 1336-1345
作者:
Pingjian Ding
;
Rui Yin
;
Jiawei Luo
;
Chee-Keong Kwoh
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/13
Drugs
Chemicals
Informatics
Databases
Computer science
Biological information theory
Ensemble prediction
synergistic drug combination
heterogeneous network
transductive learning
graph regularization
Transfer path analysis of rocket engine based on weighted Tikhonov regularization
期刊论文
INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2019, 卷号: 59, 期号: 3, 页码: 1019-1027
作者:
Lu, Guanglin
;
Luo, Yajun
;
Xie, Shilin
;
Zhang, Xinong
;
Li, Luxian
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/11
Inverse problem
force identification
transfer path analysis
weighted
regularization
Bayesian theory
RECOVERY OF SEISMIC WAVEFIELDS BY AN l(q)-NORM CONSTRAINED REGULARIZATION METHOD
期刊论文
INVERSE PROBLEMS AND IMAGING, 2018, 卷号: 12, 期号: 5, 页码: 1157-1172
作者:
Xu, Fengmin
;
Wang, Yanfei
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  |  
浏览/下载:82/0
  |  
提交时间:2018/12/11
Wavefield reconstruction
inverse theory
sparse regularization
l(p)-l(q)-norm
optimization
Indirect Image Registration with Large Diffeomorphic Deformations
期刊论文
SIAM JOURNAL ON IMAGING SCIENCES, 2018, 卷号: 11, 期号: 1, 页码: 575-617
作者:
Chen, Chong
;
Oktem, Ozan
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  |  
浏览/下载:59/0
  |  
提交时间:2018/07/30
indirect image registration
shape theory
large deformations
diffeomorphisms
shape regularization
image reconstruction
tomography
RECOVERY OF SEISMIC WAVEFIELDS BY AN l(q)-NORM CONSTRAINED REGULARIZATION METHOD
期刊论文
INVERSE PROBLEMS AND IMAGING, 2018, 卷号: 12, 页码: 1157-1172
作者:
Xu, Fengmin
;
Wang, Yanfei
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/11/19
l(p)-l(q)-norm
inverse theory
Wavefield reconstruction
optimization
sparse regularization
Sparse radar imaging based on L1/2 regularization theory
期刊论文
Kexue Tongbao/Chinese Science Bulletin, 2018, 卷号: 63, 页码: 1306-1319
作者:
Xu, Zongben
;
Wu, Yirong
;
Zhang, Bingchen
;
Wang, Yao
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  |  
浏览/下载:3/0
  |  
提交时间:2019/11/19
Compressive measurements
L1/2 regularization
Phase-transition boundary
Reconstruction property
Regularization methods
Regularization reconstruction
Regularization theory
Systematic exploration
On the role of sparsity in feature selection and an innovative method LRMI
期刊论文
Neurocomputing, 2018, 期号: 321, 页码: 237-250
作者:
Yuchun Fang
;
Qiulong Yuan
;
Zhaoxiang Zhang
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2019/03/06
Feature Selection
L1 Regularization
Information Theory
Mutual Information
On the role of sparsity in feature selection and an innovative method LRMI
期刊论文
NEUROCOMPUTING, 2018, 卷号: 321, 页码: 237-250
作者:
Fang, Yuchun[1]
;
Yuan, Qiulong[2]
;
Zhang, Zhaoxiang[3]
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  |  
浏览/下载:4/0
  |  
提交时间:2019/04/22
Feature selection
l(1) regularization
Information theory
Mutual information
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